Area(s) of Expertise

Mathematical modeling, data-driven and predictive modeling, matrix and tensor methods, dynamical systems, and mathematical biology.

Publications

• Assessing tensor decomposition quality of immune profiling data from a dictionary learning perspective , bioRxiv (Cold Spring Harbor Laboratory) (2026)
• An Exploration of Graph Distances, Graph Curvature, and Applications to Network Analysis , Association for Women in Mathematics Series (2025)
• A multi-omics systems vaccinology resource to develop and test computational models of immunity , Cell Reports Methods (2024)
• A supervised Bayesian factor model for the identification of multi-omics signatures , Bioinformatics (2024)
• Integrated longitudinal multiomics study identifies immune programs associated with acute COVID-19 severity and mortality , Journal of Clinical Investigation (2024)
• Integrating Diversity, Equity, and Inclusion into Preclinical, Clinical, and Public Health Mathematical Models , Bulletin of Mathematical Biology (2024)
• nipalsMCIA : flexible multi-block dimensionality reduction in R via nonlinear iterative partial least squares , Bioinformatics (2024)
• nipalsMCIA: Flexible Multi-Block Dimensionality Reduction in R via Non-linear Iterative Partial Least Squares , (2024)
• A supervised Bayesian factor model for the identification of multi-omics signatures , (2023)
• Data from Stearoyl-CoA Desaturase 1 Protects Ovarian Cancer Cells from Ferroptotic Cell Death , (2023)